{"id":"W4245645823","doi":"10.1177/171516350714000109","title":"Research Provides New Canadian Data on How Many Hospitalizations are Due to Medication Problems","year":2007,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Data science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004069274,0.000711391,0.001038553,0.009696033,0.002861348,0.003210302,0.001591005,0.0006862977,0.0146835],"category_scores_gemma":[0.02798643,0.0004379135,0.001925785,0.0197779,0.0006939446,0.001391497,0.001477628,0.002108468,0.001504048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04164116,"about_ca_system_score_gemma":0.08651918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943784,"about_ca_topic_score_gemma":0.9975701,"domain_scores_codex":[0.9921881,0.0007065318,0.0007973918,0.0005734203,0.004660865,0.001073684],"domain_scores_gemma":[0.9230313,0.006539724,0.005393377,0.001383069,0.05788465,0.005767831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002866459,0.0001696961,0.6201435,0.0014479,0.0005513774,0.0001247281,0.001648932,0.0006296789,0.0001939278,0.005023871,0.2538757,0.115904],"study_design_scores_gemma":[0.0000395629,0.00005123253,0.9164643,0.0006808242,0.0003469753,0.0000952831,0.001963386,0.0003418007,0.0002374286,0.0006216149,0.07905262,0.0001050978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1943276,0.03287321,0.004415451,0.03966837,0.002432035,0.0005223972,0.4890274,0.0004546992,0.236279],"genre_scores_gemma":[0.714249,0.04275412,0.009368043,0.01389149,0.001055009,0.0006529743,0.182253,0.0002336477,0.03554285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04164116,"threshold_uncertainty_score":0.3021292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2720650867813805,"score_gpt":0.4284911652330734,"score_spread":0.1564260784516929,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}